{"id":"W2985154509","doi":"10.1016/j.jcrs.2019.06.027","title":"Corneal crosslinking: Current protocols and clinical approach","year":2019,"lang":"en","type":"review","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; University of Toronto","funders":"Allergan; Johnson and Johnson; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Novartis Pharmaceuticals Corporation","keywords":"Keratoconus; Corneal transplantation; Medicine; Cornea; Corneal disease; Corneal epithelium; Transplantation; Ultraviolet light; Ophthalmology; Optometry; Surgery; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003204408,0.0009916226,0.001713867,0.004465166,0.0006325431,0.002047147,0.002365113,0.002080503,0.006574989],"category_scores_gemma":[0.002601024,0.0006185737,0.0009680534,0.002672118,0.001291856,0.002332807,0.001299869,0.003154539,0.005318102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063264,"about_ca_system_score_gemma":0.002997675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277378,"about_ca_topic_score_gemma":0.001298822,"domain_scores_codex":[0.9988315,0.0001880156,0.0002805979,0.0001829013,0.0004494816,0.00006747198],"domain_scores_gemma":[0.9981884,0.0007975326,0.0002399517,0.000138707,0.0005482591,0.00008706652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001212245,0.0001637791,0.0002151776,0.02542156,0.00006046734,0.0001967151,0.0001094971,0.0002194066,0.003254764,0.007283542,0.02439037,0.9385636],"study_design_scores_gemma":[0.00003166481,0.0001387466,0.0006148243,0.007300578,0.0001149012,0.001423717,0.00007158993,0.00007869382,0.001746385,0.00419661,0.9842464,0.00003593385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001866579,0.9932595,0.001251294,0.0006722818,0.0003898751,0.0001238621,0.00008991837,0.00003844163,0.003988207],"genre_scores_gemma":[0.001179995,0.9934031,0.002466571,0.0007601921,0.0002928667,0.0002633123,0.0002338241,0.00001083679,0.001389296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006574989,"threshold_uncertainty_score":0.02199554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2955886712387722,"score_gpt":0.5017049416510594,"score_spread":0.2061162704122871,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}